Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-02-09 0.169770 0.187318 0.206542 0.229281 0.255589 0.285246 0.321463
2025-02-16 0.139815 0.163592 0.191880 0.228506 0.275412 0.334524 0.416421
2025-02-23 0.120521 0.146871 0.180103 0.226097 0.289802 0.377685 0.513458
2025-03-02 0.104264 0.130709 0.165463 0.215956 0.290144 0.400016 0.585732
2025-03-09 0.094560 0.121471 0.158130 0.213749 0.300021 0.436694 0.689315
2025-03-16 0.087428 0.114698 0.153026 0.213466 0.311969 0.478259 0.813947
2025-03-23 0.081894 0.109461 0.149306 0.214388 0.325470 0.524823 0.964557
2025-03-30 0.074598 0.100960 0.139791 0.204760 0.319278 0.533987 1.039853
2025-04-06 0.068754 0.094108 0.132099 0.197086 0.315134 0.545893 1.126047
2025-04-13 0.064025 0.088558 0.125915 0.191166 0.313159 0.561559 1.228362
2025-04-20 0.061887 0.086779 0.125488 0.195005 0.330130 0.621218 1.479799
2025-04-27 0.060311 0.085729 0.126099 0.200673 0.351598 0.696863 1.828564
2025-05-04 0.058573 0.084356 0.126146 0.205512 0.372743 0.779727 2.275730
2025-05-11 0.057101 0.083310 0.126666 0.211350 0.397383 0.880995 2.904941
2025-05-18 0.054724 0.080610 0.124083 0.210801 0.407468 0.945919 3.456434
2025-05-25 0.051296 0.075954 0.117705 0.201955 0.396431 0.944723 3.669347
2025-06-01 0.049168 0.073368 0.114851 0.200033 0.402028 0.998049 4.281360
2025-06-08 0.047447 0.071372 0.112914 0.199797 0.411840 1.069415 5.148828
2025-06-15 0.046004 0.069766 0.111566 0.200645 0.424638 1.157014 6.353869
2025-06-22 0.043416 0.066038 0.106027 0.191846 0.410080 1.138239 6.591259
2025-06-29 0.041218 0.062906 0.101451 0.184822 0.399542 1.132741 6.982030
2025-07-06 0.039357 0.060291 0.097720 0.179397 0.392795 1.141016 7.573671
2025-07-13 0.038693 0.059763 0.097944 0.182915 0.412216 1.266648 10.087039